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Journal : Jurnal Teknik Informatika (JUTIF)

Implementation of Enhanced Confix Stripping Stemming and Chi-Squared Feature Selection on Classification UIN Walisongo Website with Naïve Bayes Classifier Muhadzib Al-Faruq, Muhammad Naufal; Yuniarti, Wenty Dwi; Handayani, Maya Rini; Umam, Khotibul
Jurnal Teknik Informatika (Jutif) Vol. 6 No. 3 (2025): JUTIF Volume 6, Number 3, Juni 2025
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2025.6.3.4670

Abstract

Academic news classification on university websites remains a challenge due to the growing volume of content and lack of efficient categorization systems. At UIN Walisongo Semarang, this problem hinders students, faculty, and the public from easily accessing relevant information. This study aims to develop an automated academic news classification system to address this issue. We applied a Naïve Bayes Classifier model, enhanced with Term Frequency weighting, the Enhanced Confix Stripping Stemmer for Indonesian language preprocessing, and Chi-Squared feature selection to identify the most informative terms. The dataset consisted of 880 academic news articles from UIN Walisongo’s website, split into 704 training and 176 testing documents. The system achieved 95% accuracy on the test set. To evaluate generalizability, we used a separate evaluation set of 12 new articles, obtaining 83.3% accuracy. The preprocessing stage played a vital role in reducing morphological complexity, while Chi-Squared scoring improved the relevance of selected features. This research highlights the importance of robust text classification techniques in academic information systems, particularly in Indonesian language contexts where language morphology poses unique challenges. The proposed model demonstrates strong performance, scalability, and potential for integration into academic portals to improve information retrieval. This study contributes significantly to the field of Natural Language Processing and applied machine learning in academic settings, especially for Indonesian-language content. It provides an effective solution for automated academic content management in institutional information systems.
THE PERCEPTIONS OF SEMARANG FIVE STAR HOTEL TOURISTS WITH SUPPORT VECTOR MACHINE ON GOOGLE REVIEWS Aufan, Muhammad Haikal; Handayani, Maya Rini; Nurjanna, Afifah Basmah; Wibowo, Nur Cahyo Hendro; Umam, Khotibul
Jurnal Teknik Informatika (Jutif) Vol. 5 No. 5 (2024): JUTIF Volume 5, Number 5, Oktober 2024
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2024.5.5.2025

Abstract

Travelers on the road sometimes need a hotel to rest. In choosing a hotel, they refer to the ratings or reviews written by users through reviews on Google. This is because not all star hotels provide facilities in accordance with user assessments. This study discusses the analysis of the opinions of tourists who have stayed in 5-star hotels in Semarang through a review of commentary data on Google. The 5-star hotels used as the research are Padma, Gumaya, Tentrem, Grand Candi, Ciputra, and PO. The dataset of the six hotels was obtained through a scraping process then followed by data pre-processing. The data was retrieved from Google Maps using the Chrome Instant Data Scrapper extension. Data preprocessing begins with case folding, tokenizing, filtering, and ends with stemming. Support Vector Machine (SVM) is implemented for sentimen classification process. The results from this study are the majority of 5-star hotel reviews in Semarang tend to have positive rather than negative sentimens. Our model was able to produce an accuracy of 0.87 to 0.98. The highest accuracy was achieved by Ciputra Hotel at 0.98 with 543 positive reviews.
Co-Authors AA Sudharmawan, AA Abd. Muhaimin Abdillah, Rusli Abdul Aziz Abdul Bari Abdul Muhid, Abdul Abdullah, Achmad Fiqhi Abdurrohman, Abdurrohman Achmad Basuki Achmad Fiqhi Ibadillah Achmad Rafiul Umam Adi Yusuf Adrianto Dwi Nugroho Agung Prasetyo AGUS SETIAWAN Agus Supriyadi Agusti Ah Yusuf, Ah Ahdiyati, Mien Ahmad , Arrisal Khoirudin Ahmad Hafas R Ahmad Syarif Ahmad Tubagus Surur Ahmat Wakit Aini, Quratul Ainul Yaqin Akhiroh, Puji Al Faruq, Allamuddin Alfan, Thariq Alfarizi, Lutfi Ali Ridho Barakbah Ali, Jaka Sayidina Alim, Iman Nur Alim, Jawad Syahirur Allamuddin Al Faruq Amellia Mardhika Aminullah, Agus Amir Mahmud Amirul Mukminin Amri, Andi Ana Pratiwi Andhika Fahdkhansyah Andung Jati Nugroho Anestasia Pangestu Mei Tyas Anisa Isna Khusnul Hotimah Anwar, Iskandar Fahmi Apriliyani, Meli Ardhi Harist Hirosana ARDIANSYAH ARDIANSYAH Arif Arif ARIF HIDAYAT Arikah Dwi Maharani Ariyanto Ariyanto Ariyanto Arpilleda, Alcher J. Arrafi, Mahendra Hamid Asiya, Siti Asnawan Asnawan, Asnawan Asriatik‎, Asriatik‎ Aufa, Muhammad Fikri Aufan, Muhammad Haikal Azhari, Muhammad Holqi Rizki Aziz, Alfiah Rizqi Azizi, Nadya Apriza Azzahra, Lilisa Bramantyo Satrio Kinayungan Budi Wicaksono Ilyas Brian Maualan, Husni budi hartono Burhaeni, Erick Choirul Anam Darmanto Darmanto Dassucik Decky Rochmanto Decky Rochmanto, Decky Desti Setiyowati Dewi Astriany Dewi, Tantri Tristiana Dhani, Ahmad Dhian Marhaendri Kakantini Diah Nuraini Diah Ratna Sari Dian Eko Santoso Diana Rahmawati Dwi Maulida Dyah Purbaningrum Eko Kurniasih Pratiwi EKO WAHYUDI El Amin, Faris Endah Sri Wijayanti Fadilah Hasanah, Fadilah Fadliyah, Lailatul Fadllan Fadllan Fahmi Husaeni Fahmi Medias Fahrurrozi Fahrurrozi Faizah, Nur Laili Falah, Moh. Zainul Fandiyanto, Randika Fanni Okviasanti Faqih, Nasyiin Fara Fitriatul Fauziah Faraasyatul ‘Alam, Ghasa Farid, Mohtazul Farihah, Umi Fatati Nuryana Fatchur Roehman Fathiyaturrahmah Fatichatus Sa’diyah Fatmawati, Erma Fatoni, Akbil Maulana Fauzan . Febriani, Ayu Ferry Efendi Fitri Kartiasih Furqon, Imahda Khoiri Ghafur, Muhammad Gojali, M. Imam Gunawan, Jujun Guntoro, Aldi Habibah, Mita Nur Hadiatmo, Agus Haniah Ilhami Hari Dwi Utami Harianto, Rony Haridah, Haridah Hasnah Haron Hendik, Ach. Hidaayah, Nur Hidayati, Novi Itsna Hidayati, Titiek Rohanah Hilma, Auliya hilmatunniyah, saqifah Hilmi Taftajani Hoiruddin, Hoiruddin Holil, Moh I Nyoman Budiono Iklim Matunasia Aci Ilham Bustomi Ilkafah Ilkafah, Ilkafah Imron Fauzi Inayah, Muhti Nur Indah Farida Indira Murty, Maulida Inqidloatul Amaniyah Intan Bungo Islami Irawan, Yogi Ferdy Irfan Bukhori Irfan, Didin Ali irkham, khafid Irma Erika Herawati Irwan Sudarisman Istianah Istianah Iswatun, Iswatun Ivan Hardi Nurul Ikhsan Jadid, Miftahul JOKO SUSANTO Joko Susanto Julianto‎, Julianto‎ Junaidi Junaidi Juwaidah Sharifuddin Kakantini, Dhian Marhaendri Kalamika, Arin Mamlakah Kartika, Aprilia Ayu Karyani, Sri Khoirul Adib Kurniawati, Pratiwi Kusuma Wulandari Kuswanto Kuswanto Labibah, Fathinatul Laila, Azzah Nor Lailiyah, Istiq Lathifah, Shofi Putri Lia Faridah Lidyana, Novita Lukmanul Hakim Lusi Endang Sri D Lutfiandini, Cherlys Tin Luthfi, Moh. M.Farm., Apt., 1 Drs. Cece Supriatna, Maemonah, Maemonah Maghfiroh, Mamluatul Mahdi, Nisful Mahdiyan Nasikhin, Moch. Mahfud, Adzhal Arwani Makhfudli Makhfudli maksunah, Unstiati Mariani, Hulya MARLINA, LILIS Maskur Masluri Masnida Masnida Maya Rini Handayani Medawati, Riris Meri Rahmi Mochammad Ilham Rohwandi Moh Fausi Moh Muslimin Moh. Sahlan Mohamad Erihadiana, Mohamad Mohammad Hefni Mokhammad Iklil Mustofa Mu'allimin, Mu'allimin Mu'is, Abdul Mubarok, Ahmad Fauzan mubarok, akhmad munif Muhadzib Al-Faruq, Muhammad Naufal Muhamad Ihsan Muhammad Fauzan Maulidhani Muhammad Haikal Zaki Muhammad Ridho Satria muhammad rizky, muhammad Muhith, Abd Muhrodi, Muhrodi Mujianto, Ahmad Heru Mukti, Doni Karisma Munana, Nila Munira Munira, Munira Muqaimatul Badriyah Murady, Iklimah Mursalim Mursalim Mustajab , Mustajab Musyaffaq, Mirza Izzal Nadia Azalia Putri Nahdhudin, Muhammad Najibur Rohman Nana Supriatna Nanang Febrianto Nasution, Muhammad Guntur Hamonangan Nasution Nisa’ Andawiyah, Khoirun Nisa’, Khoirun Nofiawaty Nofiawaty Noor Miyono Nor Laila, Azzah Noval Aditya Ramadhan Nur Aima Shafie Nur Cahyo Hendro Wibowo, Nur Cahyo Hendro Nur Tilawatil Quran Nur'Aini, Siti Nurhasanah, Elis Nurjanna, Afifah Basmah Nurjannah, Riska Nurul Fauziyah Nurul Istiqomah Nurzahwa, Cindy Lusiana Nur’aini, Siti Obianto, Agung Ocha Maulidyana Oktarina, Kurnia Olyvia Revalita Candraloka, Olyvia Revalita Pamungkas, Aura Paramadita, Yayuk Parmadi, Mokhamad Prasetya, Herry Puguh Priyo Sugeng Winarto putri lathifah, shofi Qomariah, Lailatul Qomaruddin, Mochammad Qomaruzzaman, Ahmad R Hadapiningradja Kusumodestoni Rachmatullah Rahman, Musyfiqur Rahmat Busono, Milzam Ramdani, Idan Rangga Sidiq Permana Rattanapun, Supot raudatul jannah Rendy, Oktarisa Aviska Rindayati, Rindayati Rini Handayani , Maya Risfayanti, Iffa Riyan Jaya Sumantri Riza Alfita Rofiki, Ahmad Rohmah, Zaidatur Rohman Rohman Rohman Rohman, Najibur Rohmatin, Aris Rohwandi, Moch Ilham Rony Harianto Rony Harianto Rony Wijanarko Rosita, Indah Rukanah, Rukanah Rumini - S.Farm., M.HKes., Apt., Rizki Rahmah Fauzia, Sadiyah, Fatichatus Said Junaidi Saiful Bahri Saiful Bakhri Saiful, Muhammad Saiful Anwar Sairozi, Ali Sakinah Sakinah Sandra, Edhy Saputro, ST., MT., Yayan Adi Saputro, Yayan Adi Sari, Ika Auliya Sari, Risma Sukma Putri Saskia Narulita SETIAWAN, Ahmad Shalihah, Imra’atus Shiska Fauziah Shofi, Rubangi Sholeha, Mar’atus Siswahyudianto Siti Hasanah Siti Kadariah Siti Nur Aini, Siti Nur Siti Sofro Sidiq solichin, nur mifchan Sri Wijayanti, Endah St Mislikhah Subaidi Subaidi, Subaidi Subakri Subakri Sucipto Sucipto Sudharto Sudharto Sufiya, Ikhwanus Sufiyanto, Mohammad Imam Suhaimi, Annisa Suhardi, Andi Sukri, Hanifudin Sulistyowati Suseno Suseno Suwardi, Ahmad Swardani, Sri Syafiuddin Syafiuddin SYAIFUL BAHRI Syaiful Rizal Syamsuddin Syifa, Achrijal Shohib Arya Tama, Berlian Widya Tarsono Tarsono Tarsono Taufiq Akbar, Imam Tira Roesdiana Trisma Jaya Saputra Triyana Triyana Ubaidillah Ubaidillah Ubaidillah, Achmad Umarul Faruq Umi Baroroh, Umi Wahyu Tri Handoko Wau, Taosige Wenty Dwi Yuniarti, Wenty Dwi widias tuti, iin Widiyono, Ibnu Prasetyo Widodo, Puput Wijaya, Febri Winoto, Suhadi Wulan Suci Ramadhaniah Yayan Adi Saputra Yudha Praja, Yudha Yulkarnain Harahab Yunus Yunus Yustianingsih, Heni Yusuf, Muhammad Zulfikar Zaim, Mohamad Zaim Zainal Abidin Zurni Rizqiyati